Computer-Based Decision Modeling - Module 2 Discussion

I need assistance with a study guide that describes data visualization. I would like to discuss how one data visualization design choice may be beneficial over another. (For example: pie, bar, bubble, heat map).  I have to provide at least one example where the choice could make a difference to the decision maker over another